Assess the ability to apply adult learning principles (andragogy) to design a workplace training session, including conducting learner and needs analysis, writing measurable objectives that reflect adult motivations and prior experience, selecting problem-centered and active learning strategies, planning formative and summative assessments, and defining evaluation metrics for on-the-job transfer; require justification of design choices with andragogical reasoning.